• Title/Summary/Keyword: Second-order Factor Analysis

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A Comparative Analysis between The Influence of Teacher Efficacy and Collectivistic Self-Esteem as Protective Factor on Teacher Burnout (교사 소진에 대한 보호요인으로서의 교사효능감과 집단적 자기존중감의 영향 비교)

  • Choi, Tae-Jin
    • Journal of Fisheries and Marine Sciences Education
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    • v.26 no.3
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    • pp.510-524
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    • 2014
  • The purpose of this study was to investigate the influence of teacher efficacy and collectivistic self-esteem on alleviation of teacher burnout. In order to achieve these research purpose, data were collected from 161 elementary and secondary school teachers using teacher efficacy scale, collectivistic self-esteem scale and psychological burnout scale. Collected data were analyzed using correlation analysis and hierarchical multiple regression. The major results of statistical analyses were as follows: First, generally background variables were significantly associated with burnout and therefore, background variables were controlled in the analysis of teacher efficacy and collectivistic self-esteem. Second, teacher efficacy influenced on the total burnout(38%) and sub-factors which were emotional exhaustion(27.3%), depersonalization(20.7%) and diminished personal accomplishment(36.1%), and collectivistic self-esteem influenced on the total burnout(38.8%) and sub-factors which were emotional exhaustion(27.1%), depersonalization(29.6%) and diminished personal accomplishment(25.1%). Third, the analysis of additional influence of collectivistic self-esteem in addition to the influence of teacher efficacy on teacher burnout revealed additional influence in the alleviation of total burnout(18.2%), emotional exhaustion(13.9%), depersonalization(16.6%) and diminished personal accomplishment(10.3%). These results showed that teacher's collectivistic self-esteem is an important factor in the alleviation of psychological burnout with teacher efficacy which was well known as a protective factor for psychological burnout. Based upon the above results, implications of these results and limitations of this study were discussed.

A Study on the Validity and Reliability of the Eight-Constitution Questionnaire (8체질(體質) 설문지(說問紙)의 타당도(妥當度), 신뢰도(信賴度)에 관한 연구(硏究))

  • Min, Jae-Young;Kim, Min-Yong;Park, Young-Jae;Park, Young-Bae
    • The Journal of the Society of Korean Medicine Diagnostics
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    • v.11 no.2
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    • pp.27-44
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    • 2007
  • Background: Eight-Constitution Medicine (ECM) classifies the human body into eight constitutions. Diagnosis of discrimination of the eight constitutions depends on a unique pulse diagnosis. However, pulse diagnosis is subjective and requires vigorous training. Objectives: This study aims to analyze the validity and reliability of the Eight-Constitution Questionnaire as a diagnostic method. Methods: Participants of this study were outpatients in six ECM clinics located in Seoul. The resources were collected from 409 patients who were classified into one of the eightconstitutions according to their pulse types and their responses to constitution-acupuncture therapy. SPSS 13.0 for Windows was used for statistical analysis: factor analysis, reliability analysis, independent sample t-test, and multinomial logistic regression were used to verify the results. Results and Conclusions: 1. The proportion of participants' constitutions is in the order of Pancreotonia (23.7%), Colonotonia (19.8%), Pulmotonia (18.1%), Hepatonia (16.9%), Vesicotonia (8.1%), Cholecystotonia (7.3%), Renotonia (5.3%) and Gastrotonia (0.7%). 2. Sevencomponents and 74 items were selected through factor factor and relaibility analysis performed on about 251 items. 3. The firstcomponent's mean is significantly higher in Pancreotonia than that in other constitutions (p<0.05). The second is in Pulmotonia and Colonotonia, whereas the third is in Hepatonia and Cholecystotonia. Fifth is in Vesicotonia, the sixth is in Colonotonia, and the fourth and seventh are not significant in specific constitutions. 4. The percentage that Pancreotonia is correctly predicted is 96.9%, Pulmotonia is 91.9%, Colonotonia is 91.4%, Hepatonia is 88.4%, Vesicotonia is 81.8%, Gastrotonia is 66.7%, Renotonia is 66.7%, Choleeystotonia is 30.0%, and the total percentage is 85.3%.

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A Study on Estimate Based on Human Sensibility Analysis and Preference about Hangul characters as Design Factor (디자인 요소로서 한글 글꼴의 감성적 평가와 선호에 관한 연구)

  • 장현정;윤형건
    • Science of Emotion and Sensibility
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    • v.6 no.2
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    • pp.49-58
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    • 2003
  • In this study, there is main purpose to provide useful data in order to use the Hangul as a design factor. Also, there are two subordinate goals. First, to analyze standards as people estimate Hangul characters. Second, to understand people's preferences about Hangul characters and then, to catch formal features about that characters. In first result, It is known that people estimate Hangul characters based on four standards. They are neat, soft, cyber and plain standards. As second consequence, preferential Hangul characters have pretty, intimate, refined, soil, elaborate, forthright, tidy image. And they are square shape as a whole, less decorative, round edge style.

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The Effects of Creative Climate on the Regional Economic Growth and the Total Factor Productivity of Korean Finns -A Panel Study of Electric and Electronic Finns of the Industrial Complex- (창의성 여건이 지역경제 성장과 기업 생산성에 미치는 영향 연구 - 한국산업공단내 전기.전자기업을 중심으로 -)

  • Gheem, In-Choll;Han, Jae-Myung
    • International Commerce and Information Review
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    • v.12 no.4
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    • pp.67-109
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    • 2010
  • The theory of creative class has shown that the creative people are the key factor of success in regional economic growth. The creative people strengthen the economic competitiveness which is crucial to attract, cultivate and mobilize the resources of that region. In order to examine the theory of creative class for regional economic growth and firm productivity in Korea, this study uses the panel data of 492 Korean firms of the industrial complex producing electic and electronic manufactured goods. They are grouped into 10 industrial complexes among 16 metropolitan areas. Our findings demonstrate that creative class and 3Ts are related to the ratio of creative population density and the regional economic growth. Specifically the creative core class is of more significance to the regional economic growth than the creative professional class or the creative artist class. In our findings the panel analysis of random effects model shows that the talent index of 3Ts as well as the regional climates arc related to the individual firm's total factor productivity. This also reflects a conglomeration of the other regional climates statistically. On the other hand, the research and development expenditure of individual firms shows positive influence for each second consecutive year for the total factor productivity. Sales volume also contributes to the total factor productivity. In conclusion, we recommend that it is important to upgrade the level of creative climates by attracting the creative minds and R&D investment of the enterprises for regional economic growth and firm's total factor productivity.

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The Influence of Social Desirability to Questionnaire Response and Data Analysis -Focus on the Influence of Social Face Sensitivity to Clothing Shopping Behavior- (사회적 바람직성이 소비자 설문 응답 및 결과 분석에 미치는 영향 -체면 민감성이 의복 소비 행동에 미치는 영향 분석 사례를 이용하여-)

  • Kim, Sae-Hee
    • Journal of the Korean Society of Clothing and Textiles
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    • v.35 no.11
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    • pp.1322-1332
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    • 2011
  • This study investigates the influence of social desirability to questionnaire response and data analysis in order to identify the need for social desirability control in clothing consumer research. A questionnaire measuring social desirability, social face sensitivity, clothing shopping behavior, and demographic characteristics was developed. Responses of 234 respondents were analyzed using factor analysis, simple regression analysis, hierarchical regression analysis, descriptive analysis, and Cronbach's alpha analysis. The results were as follow. First, respondents were influenced by social desirability when they responded to items measuring other-conscious social face. Second, the result of regression analysis (that the independent variable was social formality) was less influenced by social desirability control because the influence of social desirability to social formality was insignificant. Conversely, the result of regression analysis (that the independent variable was other-conscious social face) was more influenced by social desirability control because the influence of social desirability to other-conscious social face was significant. This study is an initial study that notices the need for social desirability control in clothing consumer research.

Development of Party Fashion for Artygen (아티젠을 위한 파티웨어 디자인 개발)

  • Jo, Un-Jo;Lee, In-Seong
    • The Research Journal of the Costume Culture
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    • v.18 no.5
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    • pp.809-823
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    • 2010
  • The 21st century is the age of culture and sensitivity. As the interest in the art and culture grows, Artygen who prefers artistic designs grow in number. The desire to enjoy life from the increase of leisure time and financial afford ability created a new trend of party culture. This study analyzes the characteristics of Artygen who pursues artistic sense and sensitivity and suggests party-wear designs that please Artygen and accentuate individuality and personal preferences in a party, which is a type of popular entertainment these days. Through literature review, the background of Artygen and party was examined; First, in order to analyze the feature of art designs, photos of products that were in fashion from 2007 to 2009, (during which the term, 'Artygen', was coined) were collected. Second, in order to analyze the party-wear designs, photos of party-wear in wine party and club party popular among young people in the 20~30's were collected. Through the analysis, the party-wears targeting Artygen was developed based on the characteristics of popular art designs. The results of this study were as follows. First, from the result of analyzing the art design shown in product, casual, romantic, modern, dynamic and gorgeous images were. Second, art design shown in fashion, casual, romantic, chic, dynamic and gorgeous images were. Third, in wine party, romantic, elegant, gorgeous and formal images were in order and in club party, casual, gorgeous, chic and romantic images were in order. Fourth, the study displayed design by connecting aesthetic factor of artistic design to 2 wine party-wear of romantic and gorgeous images and 3 club party dresses of casual, gorgeous and chic images.

An Examination of Multi-Dimensional Constructs of Resistance to Supply Chain Management (SCM) Change for a Small and Medium Sized Food Production Company (공급사슬관리 (SCM) 운영 변화의 저항에 영향을 미치는 선행요인 평가 : 식품제조 중소기업 K사 사례를 중심으로)

  • Kim, Dae-Cheol;Kim, Won-Kyo;Seo, Youing-Kyu
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.42 no.3
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    • pp.206-216
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    • 2019
  • The present study identified several antecedents that create perceived resistance to supply chain management (SCM) change. This work particularly emphasizes SCM change, which is notable given its central role in reacting market orientation and varied environmental and managerial conditions. A careful case study on a small and medium sized food production company in South Korea leads to the formulation of our framework including one second-order construct of 'resistance' as well as eight first-order constructs of 'implementing the payment terms', 'balancing of business process', 'fear of responsibility', 'business sustainability transparency', 'past experience of failure', 'competence of work personnel', 'cooperation with third parties' and 'sharing personnel information with partner'. The hypothesized relation of first- and second-order construct was validated using survey sample data collected from 350 respondents who completed their questionnaire instrument. Results from confirmatory factor analysis revealed that nomological validity was established at statistical significance level by identifying six first order constructs of 'implementing the payment terms', 'fear of responsibility', 'business sustainability transparency', 'past experience of failure', a conbined construct of 'competence of work personnel/cooperation with third parties' and 'sharing personnel information with partner'. The findings from our work are expected to provide important insights to the strategy for SCM risk management for small and medium sized company.

Analysis Of The Average Rate Of Change And Curvature According To The Type Of Angled And Arched Eyebrow Makeup (각진형과 아치형 눈썹메이크업의 평균변화율 및 곡률에 따른 형태구성의 중요요인 분석)

  • Park, Jeong Shin;Park, Dong Eun
    • Journal of Fashion Business
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    • v.23 no.1
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    • pp.116-126
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    • 2019
  • The purpose of this study is to objectify the shape of curvature and average change rate of angular and arched eyebrow makeup. The data for the analysis were the final 336 pieces for the cosmetology students in the whole country. SPSS 20.0 program was used for the collected data, frequency analysis, factor analysis, reliability analysis, and crossover analysis were performed. First, the frequency of the average change rate of eyebrow makeup (angular and arcuate) was analyzed. As a result, the eyebrows suitable for the angled type showed the highest level of 'A-2' and the arched eyebrows had the highest level of 'B-2'. Second, to analyze the important factors of eyebrow makeup, frequency of eyebrows was the most important, followed by the inclination of eyebrows and eyebrow tail. Third, factor analysis and reliability analysis were conducted to examine each dimension of eyebrow makeup perception, and it was derived from three factors including acceptability, aggressiveness, and playability. Fourth, in order to analyze the difference of important factors in the form of the standard eyebrow makeup, the cross - analysis was performed with chi - square test, and it was confirmed that the angular eyebrow makeup showed the most objectivity when the average change rate was 0.29 and the curvature was 0.67. Fifth, arcuate eyebrow makeup showed the most objectivity when the average change rate was 0.57 and curvature was 0.56. The results of this analysis can be used as objective data of aesthetic criteria when designing the eyebrow shape.

The Effect of Sports Club Membership Lifestyle on Choice Behavior

  • Sunmun Park;Shuo LI
    • International Journal of Advanced Culture Technology
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    • v.11 no.2
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    • pp.267-275
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    • 2023
  • The purpose of this study is to investigate the influence of sports center members' lifestyles on participation promotion and choice behavior. To this end, more specifically, we intend to establish and clarify a hypothetical model based on the preceding studies of facilitating factors and factors that continue to participate according to the lifestyle of sports center members. In order to achieve this research purpose, the study subjects were set as the population of male and female adults over 20 who are using sports centers in Gwangju Metropolitan City and Jeollanam-do in 2021. As for the sampling method, the sample was extracted using cluster random sampling, and 300 people were used for the actual analysis, excluding 60 copies of double-entry and insincere or unreliable questionnaires. The survey tool was modified and supplemented according to this study based on the questionnaire that had been verified for reliability and validity in previous studies, and all questionnaire items were composed of a 5-point scale. The statistical analysis used for data analysis was frequency analysis, exploratory factor analysis, reliability analysis, and multiple regression analysis using SPSS Windows 21.0 Version. The conclusions obtained in this study through data analysis by such methods and procedures are as follows. First, according to the lifestyle of sports center members, participation promotion factors were found to have a partial influence. Second, according to the lifestyle of sports center members, the selection behavior was found to have a partial influence. Third, it was found that the participation promotion factors of sports center members partially affected the choice behavior.

Study on Optimum Design for Embankment Construction on Soft Ground Treated by SCP (SCP개량지반상에 성토시공 시 최적설계에 관한 연구)

  • Chae, Jong-gil;Park, Yeong-Mog;Jung, MinSu
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.29 no.6C
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    • pp.251-258
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    • 2009
  • In this study, the optimum design conditions for embankment construction on soft clay layer improved by soil compaction pile (SCP) are discussed by comparing the practical design method to the reliability design which is based on the loss function and advanced first order second moment (AFOSM) method. The results are summarized as follows; 1) the relationship between safety factor and failure probability becomes heavy exponentially, failure probability decreases rapidly till 1% approximately until safety factor is smaller than 1.2 and after then, failure probability decrease gradually along the increase of the safety factor. The design safety factor of 1.2 may be the critical value that has been established on considering both relationships appropriately, 2) the safety factor of 1.15 at the minimum expected total cost is a little smaller than the design safety factor of 1.2 and the failure probability is about 1%, 3) the sensitivities of the ratio of stress share and the internal friction angle of sand is larger than the variables related the undrained shear strength of soft layer. This result means that the distribution characteristic of n and ${\phi}$ influences on the stability analysis considerably and they should be considered necessarily on stability analysis of embankment on soft layer improved by SCP, 4) new failure points of the input variables at the design safety factor of 1.2(below failure probability of 0.1~0.3%) is far 1~2 times of standard deviation from the initial design values of themselves.